Pearson correlation analysis further showed that OPN was positively associated with M2 macrophage markers (CD163, VSIG4, MS4A4A, CX3CR1, and MRC1) and tumor-associated macrophage (TAM) markers (CCL2, CD68, and IL10) (Figure 3D). Here, CD163 is linked to neoplasm.